Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

qwen3.5-2b-mlx

LM-STUDIO MLX

qwen3_5 · 2B · 8bit

Good

Mar 3, 2026 · Apple M4

Global Score

76 vs 70

Hardware Fit

45 vs 93

Quality Score

89 vs 60

Hardware

Gemma4-31B:31B qwen3.5-2b-mlx

MachineGMKtec NucBox EVO-T2SMacBook Air

CPUIntel Core™ Ultra X7 358HApple M4

Cores1610

RAM64 GB32 GB

GPUIntel(R) Arc(TM) B390 GPUApple M4

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

Gemma4-31B:31B qwen3.5-2b-mlx

Tokens/sec3.832.9

First chunk3536 ms3096 ms

TTFT3.5 s3.1 s

Load time19.6 sN/A

Memory usage19.9 GB2.5 GB

Memory %31%8%

HW Fit Score Breakdown

Gemma4-31B:31B

Speed

5/50

TTFT

10/20

Memory

30/30

qwen3.5-2b-mlx

Speed

50/50

TTFT

13/20

Memory

30/30

Quality

Gemma4-31B:31B

Reasoning

18/20

Coding

19/20

Instruction

15/20

Structured

14/15

Math

14/15

Multilingual

9/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.5-2b-mlx

Reasoning

11/20

Coding

9/20

Instruction

14/20

Structured

14/15

Math

3/15

Multilingual

9/10

Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

View Gemma4-31B:31B details | View qwen3.5-2b-mlx details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest